Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ErrorAnalysisAnnotation.
Model error analysis for each annotation.
Generated from protobuf message google.cloud.aiplatform.v1.ErrorAnalysisAnnotation
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
Parameters | |
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Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ attributed_items |
array<Google\Cloud\AIPlatform\V1\ErrorAnalysisAnnotation\AttributedItem>
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type. |
↳ query_type |
int
The query type used for finding the attributed items. |
↳ outlier_score |
float
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items. |
↳ outlier_threshold |
float
The threshold used to determine if this annotation is an outlier or not. |
getAttributedItems
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
Returns | |
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Type | Description |
Google\Protobuf\Internal\RepeatedField |
setAttributedItems
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
Parameter | |
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Name | Description |
var |
array<Google\Cloud\AIPlatform\V1\ErrorAnalysisAnnotation\AttributedItem>
|
Returns | |
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Type | Description |
$this |
getQueryType
The query type used for finding the attributed items.
Returns | |
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Type | Description |
int |
setQueryType
The query type used for finding the attributed items.
Parameter | |
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Name | Description |
var |
int
|
Returns | |
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Type | Description |
$this |
getOutlierScore
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
Returns | |
---|---|
Type | Description |
float |
setOutlierScore
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
Parameter | |
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Name | Description |
var |
float
|
Returns | |
---|---|
Type | Description |
$this |
getOutlierThreshold
The threshold used to determine if this annotation is an outlier or not.
Returns | |
---|---|
Type | Description |
float |
setOutlierThreshold
The threshold used to determine if this annotation is an outlier or not.
Parameter | |
---|---|
Name | Description |
var |
float
|
Returns | |
---|---|
Type | Description |
$this |